Members

Research Fellows

Yujie Ma

Postdoctoral Fellow

Yujie Ma is a Postdoctoral Fellow in the Department of Industrial Engineering at Tsinghua University, China. She received her Ph.D. in Management Science and Engineering from Tianjin University in January 2022. Her research interests include supply chain resilience, bi-level programming, and deep reinforcement learning. Research Graph

Bo Zhang

Postdoctoral Fellow

Yifei Gao

Postdoctoral Fellow

Yifei Gao is a Postdoctoral Fellow in the Department of Industrial Engineering, Tsinghua University, China. He received the Doctor of Engineering degree in Management Science and Engineering at Beijing University of Posts and Telecommunications in June 2024. His research focuses on deep learning-based time series and functional data analysis. Research Graph

Manrui Jiang

Postdoctoral Fellow

Manrui Jiang is a Postdoctoral Fellow in the Department of Industrial Engineering, Tsinghua University, China. She received the doctor degree in School of Management and Engineerin at Capital University of Economics and Business in June 2024. Her research focuses on deep learning, complex networks, and financial risk management. Research Graph

PhD Students

Haijie Xu

Ph.D Student

Haijie Xu is currently a PhD student in the Department of Industrial Engineering of Tsinghua University. His research focuses on change point detection, functionl data analysis, tensor data analysis and causal inference. Research Graph

Tian Lan

Ph.D Student

Tian Lan is a PhD student in the department of Industrial Engineering. His research focuses on multimodal LLM and time-series anomaly detection.

Xuming An

Ph.D Student

Xuming An is currently a Ph.D Student in the Department of Industrial Engineering, Tsinghua University. He received the Master degree in Control Science and Engineering from Wuhan University in 2020. His current research interests include optimization algorithms, game theory and data-driven control of complex networked systems.
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Yimeng Lu

Ph.D Student

Hao Duong Le

Ph.D Student

Hao Duong Le is a PhD candidate in the Industrial Engineering Department at Tsinghua University, focusing his research on deep learning foundation models, large language models (LLMs), and time series foundational models. He holds a Bachelor of Arts in Applied Foreign Languages from the Taiwan University of Science and Technology and a Master of Science in Engineering from Tsinghua University.

M.S. Students

Research Assistants

Jingru Huang

Research Assistant

Jia Cao

Research Assistant

Jia Cao received her Master’s degree from the Department of Computer Science, Faculty of Engineering, The University of Hong Kong, and her Bachelor’s degree from the School of Software, Dalian University of Technology. She is currently a research assistant at the Department of Industrial Engineering, Tsinghua University. Her research interests include video anomaly detection, medical image analysis, and medical large language models.

Yingyuan Yang

Research Assistant

Alumni

Peng Zhou

Guizhou University

Peng Zhou is currently a associate professor at the School of Mechanical Engineering, Guizhou University, Guiyang, China. His current research interests include in Statistical modeling and monitoring for complex systems, Intelligent maintenance and health management.

Bingjie He

UC Berkeley

Bingjie He was a graduate student in Industrial Engineering, Tsinghua University. She received her Bachelor’s degree in Tsinghua University in 2020. Her research interest was transportation application, including urban flow prediction and anomaly detection. She is now pursuing her PhD degree in UC Berkeley, the US.
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Congyu Han

National University of Singapore

Congyu Han was a Research Assistant in the Department of Industrial Engineering, Tsinghua University, China. She has graduated from the Master of Information Systems Management program (Business Intelligence & Data Analytics pathway) at Carnegie Mellon University in December 2020. Her research focuses on adaptive sampling in the context of deep learning framwork. She is now pursuing her PhD degree in National University of Singapore.

Xing Yang

Shenzhen University

Xing Yang is currently an associate researcher in Shenzhen University. She received her Ph.D. degree in the Department of Industrial Engineering, Tsinghua University, and her B.S. degree in industrial engineering from Huazhong University of Science and Technology, Wuhan, Hubei Province, China, in 2016. Her research interests include Bayesian network, discrete event prediction, ontology modeling.
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Wanshan Li

Jinan University

Wanshan Li is currently a lecturer in Jinan University. She received her Ph.D. degree in the Department of Industrial Engineering, Tsinghua University, China, and her BSc in Control Science and Engineering from Shandong University, China. Her research focuses on maintenance strategies optimization of multiple‐component systems with complex networked structure.
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Jie Guo

Nanjing University of Aeronautics and Astronautics

Jie Guo received her Ph.D. degree and bachelor degree in Industrial Engineering from Tsinghua University. And she is now an associate professor in Nanjing University of Aeronautics and Astronautics. Her interest research area is adaptive sampling, high dimensional data monitoring and reinforcement learning.
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Peiyao Liu

National University of Singapore

Peiyao Liu received her Ph.D. in Industrial Engineering in 2025 (advised by Dr. Chen Zhang) and her B.Eng. in Precision Instrument in 2020, both from Tsinghua University. Her research focuses on functional data analysis, tensor decomposition, Gaussian processes, state space models, and Bayesian networks, with applications in advanced manufacturing and medical testing. Dr. Liu has published in leading international journals in Quality, Statistics, and Reliability, including IISE Transactions, Journal of Quality Technology, and IEEE Transactions on Knowledge and Data Engineering. Her work has been recognized with multiple prestigious awards, including the ICQSR, INFORMS-DMDA, INFORMS-QSR, IISE-QCRE, and QRSE. Currently, she is a Research Fellow in the Department of Industrial Systems Engineering and Management at the National University of Singapore, working under the guidance of Dr. Nan Chen. Research Graph

Junpeng Lin

Huawei Technologies Co., Ltd.

Junpeng Lin is currently an Algorithm Engineer at Huawei Technologies Co., Ltd., focusing on communication network operations and maintenance. He received his Master of Engineering degree in Management Science and Engineering from Tsinghua University in 2025. Prior to that, he obtained his Bachelor of Engineering degree in Industrial Engineering from Tsinghua University in 2022. During his graduate studies, his research interests included spatiotemporal data modeling and deep learning. Research Graph

Xin Xia

University of Wisconsin–Madison

Xin Xia has graduated from the M.S. program of Electrical and Computer Engineering in Georgia Institute of Technology, the US, in 2022 and received his bachelor degree of Electrical Engineering and Automation from Tianjin University, China, in 2020. He was a Research Assistant in the Department of Industrial Engineering, Tsinghua University. His research interest focuses on deep reinforcement learning and multi-modal data fusion and feature extraction based on pretrained language model. He is now pursuing his PhD degree in University of Wisconsin–Madison. Research Graph

Hao Qiu

Hao Qiu was once a Research Assistant in the Department of Industrial Engineering at Tsinghua University. He holds a Master of Statistics from Rice University and a B.S. in Actuarial Science and B.S. in Economics from University of Delaware. His research focuses on Time Series/ Spatial-Temporal data, Statistical Learning, and Stochastic Process Modeling and Estimation.
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